Seiya Tokui is a researcher at Preferred Networks and also a Ph.D student at the University of Tokyo. He received the master’s degree in mathematical informatics at the University of Tokyo in 2012. He is the lead developer of a deep learning framework, Chainer. His current research/development interests include deep generative learning and the software design and programming models for deep learning.